Article

Nurill-Nabilla, H. and Mohd Isa, Wan Noorshahida (2024) Deep or Shallow Networks: Coral Types Classification Using Residual Network Models. Springer Nature Link, 1183. pp. 77-89. ISSN 1876-1100

Bhattacharijee, Arpita and Ting, Choo Yee and Ghauth, Khairil Imran and Peng, Loh Yuen and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Suvon, Injamul Haque and Matsah, Wan Razali (2024) Optimizing Retail Recommendation via Similarity Measures and Machine Learning Approach. JOIV : International Journal on Informatics Visualization, 8 (3). pp. 1192-1202. ISSN 2549-9610

Suvon, Injamul Haque and Loh, Yuen Peng and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Ting, Choo Yee and Ghauth, Khairil Imran and Bhattacharijee, Arpita and Matsah, Wan Razali (2023) Business Category Classification via Indistinctive Satellite Image Analysis Using Deep Learning. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (6). pp. 2219-2230. ISSN 2088-5334

Hossain, Mubdiul and Ali, Aziah and Hashim, Noramiza and Mohd Isa, Wan Noorshahida and Wan Zaki, Wan Mimi Diyana and Hussain, Aini (2023) Mobile Implementation of Retinal Image Analysis for Efficient Vessel, Optic Disc, and Lesion Detection. JOIV : International Journal on Informatics Visualization, 7 (3-2). p. 1022. ISSN 2549-9610

Azmawi, Azib Jazman and Mohd Isa, Wan Noorshahida and Abdul Rahman, Abdul Aziz (2023) Telecommunication Fiber Box Detection Using YOLO in Urban Environment. International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), 13 (6). pp. 2136-2144. ISSN 2088-5334

Mat Desa, Shahbe and Zali, S. A. and Mohd Isa, Wan Noorshahida and Che Embi, Zarina (2022) Color-based shadow detection method in aerial images. Journal of Physics: Conference Series, 2312 (1). 012081. ISSN 1742-6588

Bhuiyan, Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Mohd Isa, Wan Noorshahida and Uddin, Jia and Abdullah, Norra (2022) Deep Dilated Convolutional Neural Network for Crowd Density Image Classification with Dataset Augmentation for Hajj Pilgrimage. Sensors, 22 (14). p. 5102. ISSN 1424-8220

Rajendran, Venushini and Ramasamy, R. Kanesaraj and Mohd Isa, Wan Noorshahida (2022) Improved Eagle Strategy Algorithm for Dynamic Web Service Composition in the IoT: A Conceptual Approach. Future Internet, 14 (2). p. 56. ISSN 1999-5903

Saberi, Zamfirdaus and Hashim, Noramiza and Ali, Aziah and Abdullah, Junaidi and Mohd Isa, Wan Noorshahida and Che Embi, Zarina (2022) Multi-temporal satellite image correction based on CNN features and adaptive contrast enhancement. IOP Conference Series: Earth and Environmental Science, 1064 (1). 012019. ISSN 1755-1307

Zali, Siti Aisyah and Mat Desa, Shahbe and Che Embi, Zarina and Mohd Isa, Wan Noorshahida (2022) Post-Processing for Shadow Detection in Drone-Acquired Images Using U-NET. Future Internet, 14 (8). p. 231. ISSN 1999-5903

Manzoor, Shahida Raihan and Mohd Isa, Wan Noorshahida and Dollmat, Khairi Shazwan (2022) Post-pandemic e-learning: a pre-protocol to assess the impact of mobile VR on learner motivation and engagement for VARK learning styles. F1000Research, 10. p. 1106. ISSN 2046-1402

Al Farid, Fahmid and Hashim, Noramiza and Abdullah, Junaidi and Bhuiyan, Md Roman and Mohd Isa, Wan Noorshahida and Uddin, Jia and Haque, Mohammad Ahsanul and Husen, Mohd Nizam (2022) A Structured and Methodological Review on Vision-Based Hand Gesture Recognition System. Journal of Imaging, 8 (6). p. 153. ISSN 2313-433X

Bhuiyan, Md Roman and Abdullah, Junaidi and Hashim, Noramiza and Al Farid, Fahmid and Ahsanul Haque, Mohammad and Uddin, Jia and Mohd Isa, Wan Noorshahida and Husen, Mohd Nizam and Abdullah, Norra (2022) A deep crowd density classification model for Hajj pilgrimage using fully convolutional neural network. PeerJ Computer Science, 8. e895. ISSN 2376-5992

Teoh, Chin Wei and Ho, Sin Ban and Dollmat, Khairi Shazwan and Chai, Ian and Mohd Isa, Wan Noorshahida and Tan, Chuie Hong and Teh, Sek Kit and Raihan, Manzoor Shahida (2021) Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation. Lecture Notes in Computer Science, 12799. pp. 126-137. ISSN 0302-9743

Salih, Nbhan D. and Mohd Isa, Wan Noorshahida and Abid, Abdelouahab (2019) An Efficient Method for Hand-Torn Document Reconstruction. International Journal of Engineering Research and Technology, 12 (7). pp. 986-992. ISSN 0974-3154

Nizam, A. and Mohd Isa, Wan Noorshahida and Ali, A. (2019) Identification of the genus of stingless bee via faster R-CNN. International Workshop on Advanced Image Technology (IWAIT) 2019, 11049. ISSN 0277-786X

Mohd Isa, Wan Noorshahida and Md Saffi, N. F. and Mat Desa, Shahbe and Hashim, N. and Abdullah, Junaidi and Ali, A. and Che Embi, Zarina (2019) Physical condition analysis of road signs using image template. International Workshop on Advanced Image Technology (IWAIT) 2019, 11049. ISSN 0277-786X

Abdullah, Junaidi and Mohd Isa, Wan Noorshahida and Samsudin, Mohd Ali (2019) Virtual reality to improve group work skill and self-directed learning in problem-based learning narratives. Virtual Reality. pp. 461-471. ISSN 1359-4338

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan and Ibrahim, Amalina (2015) An analysis on gait recognition of twins. ARPN Journal of Engineering and Applied Sciences, 10 (3). pp. 1210-1215. ISSN 1819-6608

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan (2013) Gait classification of twins and non-twins siblings. 2013 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM). pp. 47-51. ISSN 2325-4300

Book Section

Ibrahim, Amalina and Mohd Isa, Wan Noorshahida and Ho, Chiung Ching (2016) Gait Silhouette Extraction from Videos Containing Illumination Variates. In: 9th International Conference on Robotic, Vision, Signal Processing and Power Applications. Lecture Notes in Electrical Engineering, 398 . Springer, pp. 229-236. ISBN 978-981-10-1719-3, 978-981-10-1721-6

Mohd Isa, Wan Noorshahida and Abdullah, Junaidi and Eswaran, Chikkannan (2014) Distinguishing twins by Gait via Jackknife-Like validation in classification analysis. In: Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013). Lecture Notes in Electrical Engineering (285). Springer Singapore, pp. 301-308. ISBN 978-981-4585-17-0

Conference or Workshop Item

Mat Desa, Shahbe and Mohd Isa, Wan Noorshahida and Gomez-Krämer, Petra and Roslee, Mardeni and Hashim, Noramiza and Abdullah, Junaidi and Ali, Aziah and Che Embi, Zarina and Ibrahim, Amalina (2024) Towards No Shadow: Region-based Shadow Compensation on Low-altitude Urban Aerial Images. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Saleh, Marwan D. and Salih, Nbhan D. and Mohd Isa, Wan Noorshahida (2023) Features based reconstruction technique for torn documents. In: International Conference on Green Energy, Computing and Intelligent Technology (GEn-CITy 2023), 10-12 July 2023, Hybrid Conference, Iskandar Puteri, Malaysia.

Manzoor, Shahida Raihan and Mohd Isa, Wan Noorshahida and Dollmat, Khairi Shazwan (2022) A Machine-learning Approach to Learner Style Prediction for E-Learning Students. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Mat Desa, Shahbe and Mohd Isa, Wan Noorshahida and Mardeni, Roslee (2022) Shadow Compensation on Aerial Images. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Al Haek, Mohammed and Hashim, Noramiza and Mohd Isa, Wan Noorshahida (2022) Vision-Based Verification of Outdoor Fiber Distribution Point Installation. In: Postgraduate Colloquium December 2022, 1-15 December 2022, Multimedia University, Malaysia. (Unpublished)

Hossain, Mubdiul and Mohd Isa, Wan Noorshahida and Ali, Aziah and Wan Zaki, Wan Mimi Diyana and Hashim, Noramiza and Hussain, Aini (2022) Optimized Smartphone-based Implementation of B-COSFIRE Filter for Retinal Blood Vessel Segmentation. In: 2022 IEEE International Conference on Computing (ICOCO), 14-16 Nov 2022, Sabah, Malaysia.

Ali, Aziah and Wan Zaki, Wan Mimi Diyana and Hussain, Aini and Wan Abdul Halim, Wan Haslina and Hashim, Noramiza and Mohd Isa, Wan Noorshahida (2021) B-COSFIRE and Background Normalisation for Efficient Segmentation of Retinal Vessels. In: 2021 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 10-11 July 2021, Langkawi Island, Malaysia.

Mohd Isa, Wan Noorshahida and Nizam, Afif and Ali, Aziah (2019) Image Segmentation of Meliponine Bee using Faster R-CNN. In: 2019 Third World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4), 30-31 July 2019, London, UK.

Mohd Isa, Wan Noorshahida and Ibrahim, Amalina and Ho, Chiung Ching (2018) Background subtraction on gait videos containing illumination variates. In: AIP Conference Proceedings 2016, 2016.

Thesis

Mohd Isa, Wan Noorshahida (2014) Video-based analysis on siblings’ gait biometric. PhD thesis, Multimedia University.